Evidence map›Paper›PMID 26602864›Full record

ArticleCirculation research2016

In Vivo and In Silico Investigation Into Mechanisms of Frequency Dependence of Repolarization Alternans in Human Ventricular Cardiomyocytes.

Xin Zhou, Alfonso Bueno-Orovio, Michele Orini, Ben Hanson, Martin Hayward, Peter Taggart, Pier D Lambiase, Kevin Burrage, Blanca Rodriguez

Open access · hybridAbstract read
In one paragraph

Article in Circulation research, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 48 papers.

0numbers the graph read from it
0cells of the map it votes in
48citing papers in PubMed
9.3field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

48 citing papers in PubMed, 81 citations in OpenAlex.

  1. Population Modeling Approach for Human Cardiac Arrhythmia Risk Prediction.Circulation. Arrhythmia and electrophysiology · 2026
    Article
  2. Article
  3. Abnormal CaFrontiers in pharmacology · 2025
    Article
  4. Article
  5. Article
  6. Review
  7. Article
  8. Article
  9. Review
  10. Article
  11. Article
  12. Article
  13. Inhibition of CaPflugers Archiv : European journal of physiology · 2021
    Article
  14. Role of Reduced Sarco-Endoplasmic Reticulum CaFrontiers in physiology · 2021
    Article
  15. Article
  16. Article
  17. Article
  18. Article
  19. Transient outward KAmerican journal of physiology. Heart and circulatory physiology · 2019
    Article
  20. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

9 authors at 1 institution in 2 countries.

Xin ZhouFrom the Department of Computer Science, BHF Centre of Research Excellence, University of Oxford, Oxford, United Kingdom (X.Z., A.B.-O., K.B., B.R.); Institute of Cardiovascular Science, University College London, London, United Kingdom (M.O., P.T., P.D.L.); Mechanical Engineering Department, University College London, London, United Kingdom (B.H.); The Heart Hospital, University College London Hospital, London, United Kingdom (M.O., M.H., P.T., P.D.L.); and ACEMS ARC Centre of Excellence and School of Mathematical Sciences, Queensland University of Technology, Brisbane, Queensland, Australia (K.B.).
Alfonso Bueno-OrovioFrom the Department of Computer Science, BHF Centre of Research Excellence, University of Oxford, Oxford, United Kingdom (X.Z., A.B.-O., K.B., B.R.); Institute of Cardiovascular Science, University College London, London, United Kingdom (M.O., P.T., P.D.L.); Mechanical Engineering Department, University College London, London, United Kingdom (B.H.); The Heart Hospital, University College London Hospital, London, United Kingdom (M.O., M.H., P.T., P.D.L.); and ACEMS ARC Centre of Excellence and School of Mathematical Sciences, Queensland University of Technology, Brisbane, Queensland, Australia (K.B.).
Michele OriniFrom the Department of Computer Science, BHF Centre of Research Excellence, University of Oxford, Oxford, United Kingdom (X.Z., A.B.-O., K.B., B.R.); Institute of Cardiovascular Science, University College London, London, United Kingdom (M.O., P.T., P.D.L.); Mechanical Engineering Department, University College London, London, United Kingdom (B.H.); The Heart Hospital, University College London Hospital, London, United Kingdom (M.O., M.H., P.T., P.D.L.); and ACEMS ARC Centre of Excellence and School of Mathematical Sciences, Queensland University of Technology, Brisbane, Queensland, Australia (K.B.).
Ben HansonFrom the Department of Computer Science, BHF Centre of Research Excellence, University of Oxford, Oxford, United Kingdom (X.Z., A.B.-O., K.B., B.R.); Institute of Cardiovascular Science, University College London, London, United Kingdom (M.O., P.T., P.D.L.); Mechanical Engineering Department, University College London, London, United Kingdom (B.H.); The Heart Hospital, University College London Hospital, London, United Kingdom (M.O., M.H., P.T., P.D.L.); and ACEMS ARC Centre of Excellence and School of Mathematical Sciences, Queensland University of Technology, Brisbane, Queensland, Australia (K.B.).
Martin HaywardFrom the Department of Computer Science, BHF Centre of Research Excellence, University of Oxford, Oxford, United Kingdom (X.Z., A.B.-O., K.B., B.R.); Institute of Cardiovascular Science, University College London, London, United Kingdom (M.O., P.T., P.D.L.); Mechanical Engineering Department, University College London, London, United Kingdom (B.H.); The Heart Hospital, University College London Hospital, London, United Kingdom (M.O., M.H., P.T., P.D.L.); and ACEMS ARC Centre of Excellence and School of Mathematical Sciences, Queensland University of Technology, Brisbane, Queensland, Australia (K.B.).
Peter TaggartFrom the Department of Computer Science, BHF Centre of Research Excellence, University of Oxford, Oxford, United Kingdom (X.Z., A.B.-O., K.B., B.R.); Institute of Cardiovascular Science, University College London, London, United Kingdom (M.O., P.T., P.D.L.); Mechanical Engineering Department, University College London, London, United Kingdom (B.H.); The Heart Hospital, University College London Hospital, London, United Kingdom (M.O., M.H., P.T., P.D.L.); and ACEMS ARC Centre of Excellence and School of Mathematical Sciences, Queensland University of Technology, Brisbane, Queensland, Australia (K.B.).
Pier D LambiaseFrom the Department of Computer Science, BHF Centre of Research Excellence, University of Oxford, Oxford, United Kingdom (X.Z., A.B.-O., K.B., B.R.); Institute of Cardiovascular Science, University College London, London, United Kingdom (M.O., P.T., P.D.L.); Mechanical Engineering Department, University College London, London, United Kingdom (B.H.); The Heart Hospital, University College London Hospital, London, United Kingdom (M.O., M.H., P.T., P.D.L.); and ACEMS ARC Centre of Excellence and School of Mathematical Sciences, Queensland University of Technology, Brisbane, Queensland, Australia (K.B.).
Kevin BurrageFrom the Department of Computer Science, BHF Centre of Research Excellence, University of Oxford, Oxford, United Kingdom (X.Z., A.B.-O., K.B., B.R.); Institute of Cardiovascular Science, University College London, London, United Kingdom (M.O., P.T., P.D.L.); Mechanical Engineering Department, University College London, London, United Kingdom (B.H.); The Heart Hospital, University College London Hospital, London, United Kingdom (M.O., M.H., P.T., P.D.L.); and ACEMS ARC Centre of Excellence and School of Mathematical Sciences, Queensland University of Technology, Brisbane, Queensland, Australia (K.B.).
Blanca RodriguezFrom the Department of Computer Science, BHF Centre of Research Excellence, University of Oxford, Oxford, United Kingdom (X.Z., A.B.-O., K.B., B.R.); Institute of Cardiovascular Science, University College London, London, United Kingdom (M.O., P.T., P.D.L.); Mechanical Engineering Department, University College London, London, United Kingdom (B.H.); The Heart Hospital, University College London Hospital, London, United Kingdom (M.O., M.H., P.T., P.D.L.); and ACEMS ARC Centre of Excellence and School of Mathematical Sciences, Queensland University of Technology, Brisbane, Queensland, Australia (K.B.). blanca.rodriguez@cs.ox.ac.uk.
University College Hospital · GB

Funding

British Heart Foundation RE/08/004/23915British Heart Foundation RE/13/1/30181Medical Research Council G0901819Wellcome Trust 100246
6 · The paper itself

Abstract

rationaleRepolarization alternans (RA) are associated with arrhythmogenesis. Animal studies have revealed potential mechanisms, but human-focused studies are needed. RA generation and frequency dependence may be determined by cell-to-cell variability in protein expression, which is regulated by genetic and external factors.

objectiveTo characterize in vivo RA in human and to investigate in silico using human models, the ionic mechanisms underlying the frequency-dependent differences in RA behavior identified in vivo. METHODS AND

resultsIn vivo electrograms were acquired at 240 sites covering the epicardium of 41 patients at 6 cycle lengths (600-350 ms). In silico investigations were conducted using a population of biophysically detailed human models incorporating variability in protein expression and calibrated using in vivo recordings. Both in silico and in vivo, 2 types of RA were identified, with Fork- and Eye-type restitution curves, based on RA persistence or disappearance, respectively, at fast pacing rates. In silico simulations show that RA are strongly correlated with fluctuations in sarcoplasmic reticulum calcium, because of strong release and weak reuptake. Large L-type calcium current conductance is responsible for RA disappearance at fast frequencies in Eye-type (30% larger in Eye-type versus Fork-type; P<0.01), because of sarcoplasmic reticulum Ca(2+) ATPase pump potentiation caused by frequency-induced increase in intracellular calcium. Large Na(+)/Ca(2+) exchanger current is the main driver in translating Ca(2+) fluctuations into RA.

conclusionsIn human in vivo and in silico, 2 types of RA are identified, with RA persistence/disappearance as frequency increases. In silico, L-type calcium current and Na(+)/Ca(2+) exchanger current determine RA human cell-to-cell differences through intracellular and sarcoplasmic reticulum calcium regulation.

Indexed as

Action PotentialsCalcium SignalingElectrophysiologic Techniques, CardiacHeart RateModels, CardiovascularAgedArrhythmias, CardiacCalcium Channels, L-TypeComputer SimulationFemaleHeart VentriclesHumansMaleMiddle AgedMyocytes, CardiacPredictive Value of TestsCalcium Channels, L-TypeSarcoplasmic Reticulum Calcium-Transporting ATPasesSodium-Calcium Exchangercalciumcalibrationelectrophysiologypericardiumsarcoplasmic reticulum

Identifiers

PMID26602864
PMCPMC4719495
OpenAlexW2175513192

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.